Longitudinal Data Analysis is a very popular statistical method in a range of fields including medicine, natural resource management, business and economics. As well as allowing a researcher to elicit the changes in a subject (person, business, etc) over time, longitudinal data is also...

This course covers enough of the statistical material for the intelligent use of the technique. The approach is informal and applied rather than emphasising algebraic manipulation or proofs.

The course is designed for those who have limited knowledge and experience with multivariate...

This course is taught from an applied perspective, with questions encouraged. This is an intermediate, course covering a range of the most commonly used statistical procedures. Research design, Experimental, Quasi-Experimental and Non-Experimental, will be covered so students can select the best...

This course is designed as an introduction to the concepts and techniques required to analyse data that is multi-level in nature. (That is, data that is derived from subjects who are nested within groups or data that involves repeated measures that are nested within subjects)

Detailed notes...

The focus of this course is on learning advanced statistical methods using R.

This course is intended for those who have basic knowledge and experience with R, and would like to further advance or develop their experiences with advanced statistical methods in R. The course would also be...

This record includes training materials associated with the Australian BioCommons webinar ‘MetaboLights: the home for metabolomics experiments and derived information’. This webinar took place on 9 April 2024.
Event description
MetaboLights is an open-access database for metabolomics studies,...

This record includes training materials associated with the Australian BioCommons webinar ‘Multivariate integration of multi-omics data with mixOmics’. This webinar took place on 6 March 2024.
Event description
Multi-omics data (eg. transcriptomics, proteomics) collected from the same set of...

This record includes training materials associated with the Australian BioCommons webinar ‘Scaling up bioinformatics with ABLeS, the Australian BioCommons Leadership Share’. This webinar took place on 12 March 2024.
Event description
The Australian BioCommons Leadership Share (ABLeS) supports...

This record includes training materials associated with the Australian BioCommons webinar ‘MaveDB: discovery and interpretation of high-throughput functional assay data’. This webinar took place on 26 March 2024.
Event description
Multiplexed assays of variant effect (MAVEs) are a family of...